Wolfgang Nejdl

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 122

Top Venues

Publications

Eric Wete, Joel Greenyer, Daniel Kudenko, Wolfgang Nejdl
Multi-Robot Motion and Task Planning in Automotive Production Using Controller-based Safe Reinforcement Learning. AAMAS (2024)
Hailay Kidu Teklehaymanot, Dren Fazlija, Niloy Ganguly, Gourab Kumar Patro, Wolfgang Nejdl
TIGQA: An Expert-Annotated Question-Answering Dataset in Tigrinya. LREC/COLING (2024)
Wei Zhang, Xiaofan Li, Wolfgang Nejdl
Adversarial Mask Explainer for Graph Neural Networks. WWW (2024)
Paul Grundmann, Jens-Michalis Papaioannou, Tom Oberhauser, Thomas Steffek, Amy Siu, Wolfgang Nejdl, Alexander Löser
Data Drift in Clinical Outcome Prediction from Admission Notes. LREC/COLING (2024)
Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella
FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning. AAAI (2024)
Soumyadeep Roy, Aparup Khatua, Fatemeh Ghoochani, Uwe Hadler, Wolfgang Nejdl, Niloy Ganguly
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions. SIGIR (2024)
Hailay Kidu Teklehaymanot, Dren Fazlija, Niloy Ganguly, Gourab K. Patro, Wolfgang Nejdl
TIGQA:An Expert Annotated Question Answering Dataset in Tigrinya. CoRR (2024)
Ali Rasekh, Sepehr Kazemi Ranjbar, Milad Heidari, Wolfgang Nejdl
ECOR: Explainable CLIP for Object Recognition. CoRR (2024)
Jingge Xiao, Leonie Basso, Wolfgang Nejdl, Niloy Ganguly, Sandipan Sikdar
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers. AAAI (2024)
Ali Rasekh, Reza Heidari, Amir Hosein Haji Mohammad Rezaie, Parsa Sharifi Sedeh, Zahra Ahmadi, Prasenjit Mitra, Wolfgang Nejdl
Towards Precision Healthcare: Robust Fusion of Time Series and Image Data. CoRR (2024)
Franziska Neuhof, Marco Fisichella, George Papadakis, Konstantinos Nikoletos, Nikolaus Augsten, Wolfgang Nejdl, Manolis Koubarakis
Open benchmark for filtering techniques in entity resolution. VLDB J. 33 (5) (2024)
Soumyadeep Roy, Aparup Khatua, Fatemeh Ghoochani, Uwe Hadler, Wolfgang Nejdl, Niloy Ganguly
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions. CoRR (2024)
Wei Wu, Bin Li, Chuan Luo, Wolfgang Nejdl, Xuan Tan
MPSketch: Message Passing Networks via Randomized Hashing for Efficient Attributed Network Embedding. IEEE Trans. Cybern. 54 (5) (2024)
Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
A Multi-task Model for Emotion and Offensive Aided Stance Detection of Climate Change Tweets. WWW (2023)
Maryam Badar, Wolfgang Nejdl, Marco Fisichella
FAC-fed: Federated adaptation for fairness and concept drift aware stream classification. Mach. Learn. 112 (8) (2023)
Soumyadeep Roy, Jonas Wallat, Sowmya S. Sundaram, Wolfgang Nejdl, Niloy Ganguly
GeneMask: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning. CoRR (2023)
Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data. IJCAI (2023)
Soumyadeep Roy, Jonas Wallat, Sowmya S. Sundaram, Wolfgang Nejdl, Niloy Ganguly
GENEMASK: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning. ECAI (2023)
Zhao Ren, Thanh Tam Nguyen, Mohammad Mehdi Zahedi, Wolfgang Nejdl
Self-Explaining Neural Networks for Respiratory Sound Classification with Scale-free Interpretability. IJCNN (2023)
George Papadakis, Marco Fisichella, Franziska Schoger, George Mandilaras, Nikolaus Augsten, Wolfgang Nejdl
Benchmarking Filtering Techniques for Entity Resolution. ICDE (2023)
Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
Towards sentiment and Temporal Aided Stance Detection of climate change tweets. Inf. Process. Manag. 60 (4) (2023)
Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
A Multi-Task Model for Sentiment Aided Stance Detection of Climate Change Tweets. ICWSM (2023)
Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
Toxicity, Morality, and Speech Act Guided Stance Detection. EMNLP (Findings) (2023)
Zhao Ren, Björn W. Schuller, Björn M. Eskofier, Thanh Tam Nguyen, Wolfgang Nejdl
Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Jingge Xiao, Leonie Basso, Wolfgang Nejdl, Niloy Ganguly, Sandipan Sikdar
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers. CoRR (2023)
Aparup Khatua, Wolfgang Nejdl
Why do we Hate Migrants?: A Double Machine Learning-based Approach. HT (2023)
Xiaofan Li, Prasenjit Mitra, Rui Zhou, Wolfgang Nejdl
Quantum Algorithm for Maximum Biclique Problem. CoRR (2023)
Leonie Basso, Zhao Ren, Wolfgang Nejdl
Efficient ECG-Based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks. EUSIPCO (2023)
Niloy Ganguly, Dren Fazlija, Maryam Badar, Marco Fisichella, Sandipan Sikdar, Johanna Schrader, Jonas Wallat, Koustav Rudra, Manolis Koubarakis, Gourab K. Patro, Wadhah Zai El Amri, Wolfgang Nejdl
A Review of the Role of Causality in Developing Trustworthy AI Systems. CoRR (2023)
Eric Wete, Joel Greenyer, Andreas Wortmann, Daniel Kudenko, Wolfgang Nejdl
MDE and Learning for flexible Planning and optimized Execution of Multi-Robot Choreographies. ETFA (2023)
Wolfgang Nejdl
Causal Inference: Why We Should Care. WEBIST (2022)
Betty van Aken, Jens-Michalis Papaioannou, Marcel G. Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text. CoRR (2022)
George Papadakis, Marco Fisichella, Franziska Schoger, George Mandilaras, Nikolaus Augsten, Wolfgang Nejdl
How to reduce the search space of Entity Resolution: with Blocking or Nearest Neighbor search? CoRR (2022)
Li Zeng, Mohammad Al-Rifai, Michael Nolting, Wolfgang Nejdl
Towards building reliable deep learning based driver identification systems. ICTAI (2022)
Maryam Badar, Marco Fisichella, Vasileios Iosifidis, Wolfgang Nejdl
Discrimination and Class Imbalance Aware Online Naive Bayes. CoRR (2022)
Shimon Wonsak, Mohammad Alrifai, Michael Nolting, Wolfgang Nejdl
Multi-Modal Motion Prediction with Graphormers. ITSC (2022)
Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl
Prototype Learning for Interpretable Respiratory Sound Analysis. ICASSP (2022)
Aparup Khatua, Wolfgang Nejdl
Unraveling Social Perceptions & Behaviors towards Migrants on Twitter. ICWSM (2022)
Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
A Multi-task Model for Sentiment Aided Stance Detection of Climate Change Tweets. CoRR (2022)
Betty van Aken, Jens-Michalis Papaioannou, Marcel Ganesh Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text. AACL/IJCNLP (1) (2022)
Aparup Khatua, Wolfgang Nejdl
Endorsement Analysis of Migrant-related Deliberations on YouTube: Prior to and During 2022 Ukrainian crisis. OASIS@HT (2022)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. INTERSPEECH (2022)
Leonie Basso, Zhao Ren, Wolfgang Nejdl
Towards Efficient ECG-based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks. CoRR (2022)
Aparup Khatua, Wolfgang Nejdl
Rites de Passage: Elucidating Displacement to Emplacement of Refugees on Twitter. CoRR (2022)
Kelvin Sopnan Wowo, Rajjat Dadwal, Timo Graen, Andrea Fiege, Michael Nolting, Wolfgang Nejdl, Elena Demidova, Thorben Funke
Using Vehicle Data to Enhance Prediction of Accident-Prone Areas. ITSC (2022)
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis. CoRR (2022)
Eric Wete, Joel Greenyer, Daniel Kudenko, Wolfgang Nejdl, Oliver Flegel, Dennes Eisner
A tool for the automation of efficient multi-robot choreography planning and execution. MoDELS (Companion) (2022)
Aparup Khatua, Wolfgang Nejdl
Rites de Passage: Elucidating Displacement to Emplacement of Refugees on Twitter. HT (2022)
Damianos P. Melidis, Christian Landgraf, Gunnar Schmidt, Anja Schöner-Heinisch, Sandra von Hardenberg, Anke Lesinski-Schiedat, Wolfgang Nejdl, Bernd Auber
GenOtoScope: Towards automating ACMG classification of variants associated with congenital hearing loss. PLoS Comput. Biol. 18 (9) (2022)
Philip Matesanz, Timo Graen, Andrea Fiege, Michael Nolting, Wolfgang Nejdl
Demand-Driven Data Acquisition for Large Scale Fleets. Sensors 21 (21) (2021)
Aparup Khatua, Wolfgang Nejdl
Struggle to Settle down! Examining the Voices of Migrants and Refugees on Twitter Platform. CSCW Companion (2021)
Wenbin Zhang, Albert Bifet, Xiangliang Zhang, Jeremy C. Weiss, Wolfgang Nejdl
FARF: A Fair and Adaptive Random Forests Classifier. PAKDD (2) (2021)
Eleni Ilkou, Hasan Abu-Rasheed, MohammadReza Tavakoli, Sherzod Hakimov, Gábor Kismihók, Sören Auer, Wolfgang Nejdl
EduCOR: An Educational and Career-Oriented Recommendation Ontology. CoRR (2021)
Li Zeng, Mohammad Alrifai, Michael Nolting, Wolfgang Nejdl
Triplet Loss for Effective Deployment of Deep Learning Based Driver Identification Models. ITSC (2021)
Khoi Duy Vo, Sergej Zerr, Xiaofei Zhu, Wolfgang Nejdl
Efficient Scalable Temporal Web Graph Store. IEEE BigData (2021)
Shashank Ahire, Aaron Priegnitz, Oguz Önbas, Michael Rohs, Wolfgang Nejdl
How Compatible is Alexa with Dual Tasking? - Towards Intelligent Personal Assistants for Dual-Task Situations. HAI (2021)
Wei Wu, Bin Li, Chuan Luo, Wolfgang Nejdl
Hashing-Accelerated Graph Neural Networks for Link Prediction. CoRR (2021)
Aparup Khatua, Wolfgang Nejdl
Unraveling Social Perceptions & Behaviors towards Migrants on Twitter. CoRR (2021)
Wenbin Zhang, Albert Bifet, Xiangliang Zhang, Jeremy C. Weiss, Wolfgang Nejdl
FARF: A Fair and Adaptive Random Forests Classifier. CoRR (2021)
Damianos P. Melidis, Wolfgang Nejdl
Capturing Protein Domain Structure and Function Using Self-Supervision on Domain Architectures. Algorithms 14 (1) (2021)
Eleni Ilkou, Hasan Abu-Rasheed, MohammadReza Tavakoli, Sherzod Hakimov, Gábor Kismihók, Sören Auer, Wolfgang Nejdl
EduCOR: An Educational and Career-Oriented Recommendation Ontology. ISWC (2021)
Leonie Frantzen, Patrick Liedtke, Timo Graen, Andrea Fiege, Michael Nolting, Wolfgang Nejdl
Environmental Data Collection as a Byproduct for Autonomous Ride-Hailing Services. ITSC (2021)
Iyiola E. Olatunji, Wolfgang Nejdl, Megha Khosla
Membership Inference Attack on Graph Neural Networks. CoRR (2021)
Tai Le Quy, Sergej Zerr, Eirini Ntoutsi, Wolfgang Nejdl
Data augmentation for dealing with low sampling rates in NILM. CoRR (2021)
Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl
Prototype Learning for Interpretable Respiratory Sound Analysis. CoRR (2021)
Iyiola E. Olatunji, Wolfgang Nejdl, Megha Khosla
Membership Inference Attack on Graph Neural Networks. TPS-ISA (2021)
Aparup Khatua, Wolfgang Nejdl
Analyzing European Migrant-related Twitter Deliberations. WWW (Companion Volume) (2021)
Wei Wu, Bin Li, Chuan Luo, Wolfgang Nejdl
Hashing-Accelerated Graph Neural Networks for Link Prediction. WWW (2021)
Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Bias in data-driven artificial intelligence systems - An introductory survey. WIREs Data Mining Knowl. Discov. 10 (3) (2020)
Pavlos Fafalios, Helge Holzmann, Vaibhav Kasturia, Wolfgang Nejdl
Building and querying semantic layers for web archives (extended version). Int. J. Digit. Libr. 21 (2) (2020)
Xiaofei Zhu, Jiafeng Guo, Wolfgang Nejdl, Xiangwen Liao, Stefan Dietze
Multi-view image clustering based on sparse coding and manifold consensus. Neurocomputing 403 (2020)
Li Zeng, Mohammad Alrifai, Sergiu Chelaru, Michael Nolting, Wolfgang Nejdl
On the Importance of Contextual Information for Building Reliable Automated Driver Identification Systems. ITSC (2020)
Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Bias in Data-driven AI Systems - An Introductory Survey. CoRR (2020)
Aparup Khatua, Wolfgang Nejdl
Matching Recruiters and Jobseekers on Twitter. ASONAM (2020)
Tuan-Anh Hoang, Thi-Huyen Nguyen, Wolfgang Nejdl
Efficient Tracking of Breaking News in Twitter. WebSci (2019)
Megha Khosla, Jurek Leonhardt, Wolfgang Nejdl, Avishek Anand
Node Representation Learning for Directed Graphs. ECML/PKDD (1) (2019)
Thi-Huyen Nguyen, Tuan-Anh Hoang, Wolfgang Nejdl
Efficient Summarizing of Evolving Events from Twitter Streams. SDM (2019)
Norbert Fuhr, László Kovács, Thomas Risse, Wolfgang Nejdl
Introduction to the focused issue on the 20th International Conference on Theory and Practice of Digital Libraries (TPDL 2016). Int. J. Digit. Libr. 20 (2) (2019)
Tai Le Quy, Wolfgang Nejdl, Myra Spiliopoulou, Eirini Ntoutsi
A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction. MASTER@PKDD/ECML (2019)
Pavlos Fafalios, Vaibhav Kasturia, Wolfgang Nejdl
Ranking Archived Documents for Structured Queries on Semantic Layers. JCDL (2018)
Pavlos Fafalios, Vaibhav Kasturia, Wolfgang Nejdl
Ranking Archived Documents for Structured Queries on Semantic Layers. CoRR (2018)
Megha Khosla, Jurek Leonhardt, Wolfgang Nejdl, Avishek Anand
Node Representation Learning for Directed Graphs. CoRR (2018)
Tu Ngoc Nguyen, Tuan Tran, Wolfgang Nejdl
A Trio Neural Model for Dynamic Entity Relatedness Ranking. CoRR (2018)
Jaspreet Singh, Wolfgang Nejdl, Avishek Anand
Expedition: A Time-Aware Exploratory Search System Designed for Scholars. CoRR (2018)
Vinicius Woloszyn, Wolfgang Nejdl
DistrustRank: Spotting False News Domains. WebSci (2018)
Luyan Xu, Zeon Trevor Fernando, Xuan Zhou, Wolfgang Nejdl
LogCanvas: Visualizing Search History Using Knowledge Graphs. SIGIR (2018)
Avishek Anand, Kilian Bizer, Alexander Erlei, Ujwal Gadiraju, Christian Heinze, Lukas Meub, Wolfgang Nejdl, Björn Steinrötter
Effects of Algorithmic Decision-Making and Interpretability on Human Behavior: Experiments using Crowdsourcing. HCOMP (WIP&Demo) (2018)
Pavlos Fafalios, Vaibhav Kasturia, Wolfgang Nejdl
Towards a Ranking Model for Semantic Layers over Digital Archives. CoRR (2018)
Tu Ngoc Nguyen, Nattiya Kanhabua, Wolfgang Nejdl
Multiple Models for Recommending Temporal Aspects of Entities. CoRR (2018)
Luyan Xu, Zeon Trevor Fernando, Xuan Zhou, Wolfgang Nejdl
LogCanvas: Visualizing Search History Using Knowledge Graphs. CoRR (2018)
Tu Ngoc Nguyen, Nattiya Kanhabua, Wolfgang Nejdl
Multiple Models for Recommending Temporal Aspects of Entities. ESWC (2018)
Tuan-Anh Hoang, Khoi Duy Vo, Wolfgang Nejdl
W2E: A Worldwide-Event Benchmark Dataset for Topic Detection and Tracking. CIKM (2018)
Tu Ngoc Nguyen, Tuan Tran, Wolfgang Nejdl
A Trio Neural Model for Dynamic Entity Relatedness Ranking. CoNLL (2018)
Pavlos Fafalios, Helge Holzmann, Vaibhav Kasturia, Wolfgang Nejdl
Building and Querying Semantic Layers for Web Archives (Extended Version). CoRR (2018)
Zeon Trevor Fernando, Ivana Marenzi, Wolfgang Nejdl
ArchiveWeb: collaboratively extending and exploring web archive collections - How would you like to work with your collections? Int. J. Digit. Libr. 19 (1) (2018)
Jaspreet Singh, Wolfgang Nejdl, Avishek Anand
History by Diversity: Helping Historians search News Archives. CoRR (2018)
Norbert Fuhr, Anastasia Giachanou, Gregory Grefenstette, Iryna Gurevych, Andreas Hanselowski, Kalervo Järvelin, Rosie Jones, Yiqun Liu, Josiane Mothe, Wolfgang Nejdl, Isabella Peters, Benno Stein
An Information Nutritional Label for Online Documents. SIGIR Forum 51 (3) (2017)
Davide Taibi, Giovanni Fulantelli, Ivana Marenzi, Wolfgang Nejdl, Richard Rogers, Qazi Asim Ijaz Ahmad
SaR-WEB: A Semantic Web Tool to Support Search as Learning Practices and Cross-Language Results on the Web. ICALT (2017)
Tran Van Canh, Katja Markert, Wolfgang Nejdl
A Framework For Historical Russian Flu Epidemic Exploration From German Newspapers. DH (2017)
Nattiya Kanhabua, Philipp Kemkes, Wolfgang Nejdl, Tu Ngoc Nguyen, Felipe Reis, Nam Khanh Tran
How to Search the Internet Archive Without Indexing It. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wolfgang Nejdl